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   Articles with "extreme gradient" as a keyword



Prediction of lung cancer risk in Chinese population with genetic‐environment factor using extreme gradient boosting

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recommendations! Published in 2022 at "Cancer Medicine"

DOI: 10.1002/cam4.4800

Abstract: Detecting early‐stage lung cancer is critical to reduce the lung cancer mortality rate; however, existing models based on germline variants perform poorly, and new models are needed. This study aimed to use extreme gradient boosting… read more here.

Keywords: gradient boosting; lung cancer; cancer; extreme gradient ... See more keywords
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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction

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recommendations! Published in 2021 at "Neural Computing and Applications"

DOI: 10.1007/s00521-021-06362-3

Abstract: Relative humidity (RH) is one of the important processes in the hydrology cycle which is highly stochastic. Accurate RH prediction can be highly beneficial for several water resources engineering practices. In this study, extreme gradient… read more here.

Keywords: machine learning; gradient boosting; extreme gradient; relative humidity ... See more keywords
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Flood susceptibility assessment using extreme gradient boosting (EGB), Iran

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recommendations! Published in 2020 at "Earth Science Informatics"

DOI: 10.1007/s12145-020-00530-0

Abstract: Flood occurs as a result of high intensity and long-term rainfalls accompanied by snowmelt which flow out of the main river channel onto the flood prone areas and damage the buildings, roads, and facilities and… read more here.

Keywords: flood susceptibility; gradient boosting; extreme gradient; boosting egb ... See more keywords

Target-DBPPred: An intelligent model for prediction of DNA-binding proteins using discrete wavelet transform based compression and light eXtreme gradient boosting.

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recommendations! Published in 2022 at "Computers in biology and medicine"

DOI: 10.1016/j.compbiomed.2022.105533

Abstract: DNA-protein interaction is a critical biological process that performs influential activities, including DNA transcription and recombination. DBPs (DNA-binding proteins) are closely associated with different kinds of human diseases (asthma, cancer, and AIDS), while some of… read more here.

Keywords: specific scoring; dna; extreme gradient; position specific ... See more keywords
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Pavement aggregate shape classification based on extreme gradient boosting

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recommendations! Published in 2020 at "Construction and Building Materials"

DOI: 10.1016/j.conbuildmat.2020.119356

Abstract: Abstract Aggregate plays the role of skeleton filling in asphalt pavements. The shape of the aggregate affects the embedded structure between the aggregates, thus affecting the performance of asphalt concrete. In this study, extreme gradient… read more here.

Keywords: classification; gradient boosting; extreme gradient; aggregate ... See more keywords

Using extreme gradient boosting to identify origin of replication in Saccharomyces cerevisiae via hybrid features.

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recommendations! Published in 2020 at "Genomics"

DOI: 10.1016/j.ygeno.2020.01.017

Abstract: DNA replication is a fundamental task that plays a crucial role in the propagation of all living things on earth. Hence, the accurate identification of its origin could be the key to giving an insightful… read more here.

Keywords: origin replication; dna; identify origin; gradient boosting ... See more keywords

Extreme Gradient Boosting to Predict Atomic Layer Deposition for Platinum Nano-Film Coating

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recommendations! Published in 2023 at "Langmuir"

DOI: 10.1021/acs.langmuir.2c03465

Abstract: Extreme gradient boosting (XGBoost) is an artificial intelligence algorithm capable of high accuracy and low inference time. The current study applies this XGBoost to the production of platinum nano-film coating through atomic layer deposition (ALD).… read more here.

Keywords: platinum nano; time; gradient; gradient boosting ... See more keywords

Sequential EXtreme Gradient Boosting-Based Descriptor Reduction for Size Prediction of Zwitterionic Polymer-Based Nanoparticles

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recommendations! Published in 2025 at "ACS Omega"

DOI: 10.1021/acsomega.5c04425

Abstract: An approach based on machine learning (ML) is applied to investigate how structural descriptors affect the size of zwitterionic polymers (ZP) used in drug delivery systems (DDSs). This study examined the structural characteristics of components… read more here.

Keywords: size; gradient boosting; descriptor; descriptor reduction ... See more keywords

Improving nuclear mass predictions by correcting mass residuals using eXtreme Gradient Boosting

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recommendations! Published in 2025 at "Chinese Physics C"

DOI: 10.1088/1674-1137/ae25cd

Abstract: Nuclear masses are investigated for the first time using the eXtreme Gradient Boosting (XGBoost) method. Nucleon numbers, valence nucleon numbers, and physical quantities related to magic number are used as input features to the decision… read more here.

Keywords: using extreme; gradient boosting; mass; extreme gradient ... See more keywords

An extreme gradient boost based classification and regression tree for network intrusion detection in IoT

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recommendations! Published in 2024 at "Bulletin of Electrical Engineering and Informatics"

DOI: 10.11591/eei.v13i3.6843

Abstract: Nowadays, modern technology includes various devices, networks, and apps from the internet of things (IoT), which consist of both positive and negative impacts on social, economic, and industrial effects. To address these issues, IoT applications… read more here.

Keywords: regression tree; gradient boost; classification regression; based classification ... See more keywords

Construction and Validation of a Predictive Model for Coronary Artery Disease Using Extreme Gradient Boosting

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recommendations! Published in 2024 at "Journal of Inflammation Research"

DOI: 10.2147/jir.s464489

Abstract: Purpose Early recognition of coronary artery disease (CAD) could delay its progress and significantly reduce mortality. Sensitive, specific, cost-efficient and non-invasive indicators for assessing individual CAD risk in community population screening are urgently needed. Patients… read more here.

Keywords: coronary artery; validation; artery disease; model ... See more keywords